SEACrowd: A Multilingual Multimodal Data Hub
EMNLP 2024Co-Author
0Years Experience0+Hackathon Wins0PublicationsExpertKaggle Competition
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Years Experience
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Hackathon Wins
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Publications
Expert
Kaggle Competition
01 / About
I am a Software Engineer at an Undisclosed High-frequency Trading Firm (Singapore) building high-performance post-trade systems. I have 5 years of experience. My passion lies in pragmatic engineering and building high-impact products. I am interested in Weak Supervision and Multilingual NLP to solve data scarcity for underrepresented languages. Previously at Coinbase and Shopee.
02 / Experience
Software Engineer @ Undisclosed High-frequency Trading Firm
2023–Present
Core Dev. Developing Post-Trade ecosystem & Regulatory Reporting for APAC.
Software Engineer @ Coinbase
2022–2023
Built Internationalization (i18n) platform & Payment infra.
Machine Learning Engineer @ Shopee
2020–2022
Recommendation Systems (Buy Again/Voucher Tab).
ML Engineer Intern @ Traveloka
2019
Built Indonesian Word Segmentation library.
Software Engineer Intern @ GDP Labs
2018
Worked on Indonesian text classification and web application.
03 / Research
NusaCrowd: Open Source Initiative for Indonesian NLP
ACL 2023 FindingsCo-Author
Improving Indonesian Text Classification Using Multilingual LM
ICAICTA 2020 (IEEE)1st Author
Knowing Right from Wrong: Automatic Short-Answer Scoring
EMNLP 2020Co-Author
04 / Awards
0+
hackathon wins and counting
1st Winner, HackSingapore 2023
Built 'BetterJamie', multilingual AI for GovTech.
Top 1.1% Global (16/1478), Kaggle CareerCon 2019
Surface prediction on sensor data.
1st National, EY NextWave Data Science 2019
Ranked 1st in Indonesia, 9th Globally.
Most Outstanding Student 2019
ITB Informatics (Class of 2016 Entry). Selected top of class.
1st Winner, CIMB 3D Conquest 2018
Data Science Hackathon (Regional).
1st Winner, Pertamina Energy Hackathon 2019
Plate detection implementation & application.
1st Winner, Fintech Hackathon 2019
Kemenristekdikti x Singapore.
1st Winner, Data Mining Competition JOINTS 2019
UGM National Competition.
2nd Winner, UKARA 1.0 Challenge 2019
National NLP Challenge by UGM.
1st Winner, FindIT UGM E-Gov 2018
National Competition.
1st Winner, IIT Challenge HMIF 2018
Data Mining Competition.
1st Winner, NTUST Automation Conf 2019
International (Taiwan).
2nd Winner, COMPTECH 2018
Programming Contest.
2nd Winner, Nat. Software Dev Competition 2018
National Level.